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Sofia Petrova

Curates multimodal biology benchmarks and literature-aware evaluation pipelines.

Computational Biology FellowUniversity College LondonHeads-down mode

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Computational Biology Fellow

We curate paper, code and dataset benchmarks for biology-focused language models under provenance and reproducibility constraints.

We align code repositories, datasets and papers with provenance-aware linking that survives version churn and renamed assets.

We study open-weight assistants that combine paper summaries, dataset cards and experiment context for biology teams.